The research presents an automated seasonal forecasting system improving agricultural decision-making in West Africa, indicating enhanced climate risk management.
Seasonal climate forecasts are essential for climate-risk management and agricultural decision-making in West Africa, yet operational Regional Climate Outlook Forum (RCOF) products often remain consensus-based, with limitations in reproducibility, traceability, and high-resolution probabilistic detail. We present WAS-NextGen, an objective, automated, and integrated multi-method seasonal forecasting framework that operationalizes WMO guidance on rigorous and verifiable seasonal forecasting. Data associated with this development is publicly distributed here.
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ALI et al. (2026) studied this question.
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